Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival, using best separation (to the left) and median separation (to the right). Patients were divided based on level of expression into one of the two groups "low" or "high". Below each Kaplan-Meier plot, corresponding expression cutoff, 5-year survival for patients with high expression, 5-year survival for patients with low expression and log-rank P value are displayed. For melanoma and glioma, 3-year survival is shown. The survival analysis is described in Assays & Annotation.

The tabs at the top of the survival analysis section can be used to switch between the different cancer subtypes.

Colorectal cancer

Colon Adenocarcinoma (COAD)

Rectum Adenocarcinoma (READ)

Best separation

Median separation

Expression cutoff

7.7 FPKM

6.2 FPKM

5-year survival highi

5-year survival for patients with higher expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

71%

61%

5-year survival lowi

5-year survival for patients with lower expression than the expression cutoff.

The Scatter Survival plot shows the clinical status for all individuals in the patient cohort, based on the same data as in the Kaplan-Meier plots. Living patients are shown in blue and deceased patients in red. The x-axis shows the expression levels (FPKM) of the investigated gene at the time of diagnosis and the y-axis shows the number of years of survival (living years) after the diagnosis.

Individual patient data is displayed in an interactive plot and can be filtered by clicking on one or several category buttons to the left. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be changed to "x linear" by clicking on the "x log" button on the left. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

Stage:

TCGA RNA samplesi

RNA-seq data is reported as median FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .

Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.

Average FPKM

6.5

Number of samples

597

Samples

Sample

Description

FPKM

TCGA-AG-4021-01A

84 years, female, stage:iv

51.1

TCGA-AA-3561-01A

72 years, male, stage:iia

30.7

TCGA-A6-5656-01B

74 years, male, white, stage:i

20.4

TCGA-AA-3947-01A

60 years, female, stage:iib

19.1

TCGA-A6-2677-01B

68 years, female, white, stage:iiic

18.0

TCGA-A6-2684-01C

75 years, female, white, stage:i

17.6

TCGA-AA-3979-01A

84 years, male, stage:iia

16.6

TCGA-CA-5796-01A

53 years, female, asian, stage:iia

16.6

TCGA-D5-5540-01A

73 years, male, white, stage:iia

15.3

TCGA-D5-6535-01A

80 years, female, white, stage:iiib

14.7

TCGA-A6-5666-01A

78 years, male, white, stage:iic

14.5

TCGA-AA-3862-01A

82 years, male, stage:iia

14.3

TCGA-A6-5659-01A

82 years, male, white, stage:i

14.2

TCGA-CK-5916-01A

71 years, female, white, stage:i

14.2

TCGA-A6-6648-01A

56 years, male, white, stage:iva

13.9

TCGA-AA-3846-01A

74 years, female, stage:iia

13.9

TCGA-G4-6294-01A

76 years, male, white, stage:iv

13.8

TCGA-AY-A54L-01A

74 years, female, black or african american, stage:i

13.5

TCGA-DC-6682-01A

57 years, male, white, stage:iia

13.4

TCGA-DC-6160-01A

68 years, male, white, stage:i

13.2

TCGA-AG-3725-01A

90 years, female, stage:iii

13.2

TCGA-G4-6321-01A

60 years, female, white, stage:iii

12.9

TCGA-DC-5869-01A

62 years, female, black or african american, stage:iiib

12.8

TCGA-AA-3866-01A

78 years, female, stage:i

12.7

TCGA-A6-2678-01A

43 years, female, white, stage:iiib

12.7

TCGA-EF-5831-01A

72 years, male, white, stage:iia

12.6

TCGA-AA-A00O-01A

83 years, female, stage:iiic

12.3

TCGA-EI-6884-01A

71 years, male, white, stage:iiia

12.2

TCGA-CM-6170-01A

73 years, female, white, stage:i

12.1

TCGA-AG-3591-01A

66 years, female, stage:iia

12.1

TCGA-AG-A002-01A

35 years, male, stage:i

12.0

TCGA-AA-3869-01A

76 years, male, stage:iv

11.9

TCGA-A6-6781-01B

43 years, male, white, stage:iiic

11.9

TCGA-D5-6539-01A

45 years, female, white

11.8

TCGA-EI-6882-01A

59 years, male, white, stage:iia

11.8

TCGA-AA-3530-01A

80 years, male, stage:i

11.8

TCGA-AH-6903-01A

46 years, male, white, stage:iiib

11.7

TCGA-DC-6156-01A

62 years, male, white, stage:iva

11.7

TCGA-A6-6650-01A

69 years, female, black or african american, stage:iia

11.6

TCGA-AA-3970-01A

65 years, male, stage:iia

11.6

TCGA-D5-6533-01A

68 years, female, white

11.5

TCGA-AA-A01I-01A

76 years, male, stage:i

11.5

TCGA-CM-6172-01A

70 years, female, white, stage:iiib

11.3

TCGA-A6-3810-01A

63 years, male, white, stage:iia

11.2

TCGA-DC-6157-01A

48 years, male, black or african american, stage:i

11.2

TCGA-AM-5820-01A

60 years, female, white, stage:iva

11.2

TCGA-D5-5538-01A

60 years, female, white, stage:iiib

11.2

TCGA-AA-3532-01A

63 years, male, stage:iia

11.0

TCGA-AA-3977-01A

65 years, male

11.0

TCGA-AY-5543-01A

65 years, female, black or african american, stage:iva

10.9

TCGA-AA-3713-01A

68 years, male, stage:iv

10.9

TCGA-AA-3952-01A

68 years, male, stage:iiic

10.8

TCGA-AA-3522-01A

67 years, male, stage:iia

10.8

TCGA-EI-6881-01A

60 years, male, white, stage:iiia

10.8

TCGA-CA-6716-01A

65 years, male, asian, stage:iia

10.8

TCGA-G5-6641-01A

67 years, male, white, stage:iiia

10.7

TCGA-G5-6235-01A

72 years, male, white, stage:iiib

10.7

TCGA-AH-6547-01A

79 years, female, white

10.7

TCGA-AA-3968-01A

55 years, female, stage:i

10.6

TCGA-A6-A567-01A

56 years, male, black or african american, stage:iv

10.5

TCGA-DM-A288-01A

68 years, male, white, stage:iiic

10.5

TCGA-CM-6680-01A

78 years, female, white, stage:iiib

10.4

TCGA-G5-6572-01A

56 years, male, white

10.4

TCGA-CM-6675-01A

35 years, male, black or african american, stage:ivb

10.3

TCGA-F5-6465-01A

64 years, female, white, stage:iia

10.3

TCGA-CM-6165-01A

74 years, male, white, stage:iia

10.3

TCGA-QG-A5Z1-01A

71 years, male, black or african american, stage:iiib

10.2

TCGA-AA-3680-01A

67 years, female, stage:iv

10.2

TCGA-AA-3844-01A

78 years, female, stage:iiic

10.2

TCGA-AA-3955-01A

38 years, male, stage:iiib

10.2

TCGA-AA-3950-01A

79 years, female, stage:iia

10.1

TCGA-AA-3972-01A

72 years, male, stage:iv

10.0

TCGA-CK-5914-01A

81 years, male, white, stage:iiib

10.0

TCGA-G4-6310-01A

69 years, male, white, stage:iiib

9.9

TCGA-DC-6154-01A

57 years, female, white, stage:iva

9.9

TCGA-CM-5864-01A

60 years, male, white, stage:i

9.8

TCGA-CK-5912-01A

82 years, male, white, stage:i

9.8

TCGA-EI-6506-01A

78 years, female, white, stage:iia

9.7

TCGA-AG-4022-01A

59 years, female, stage:ii

9.6

TCGA-AA-3980-01A

89 years, female, stage:i

9.6

TCGA-AA-3509-01A

54 years, female, stage:ii

9.6

TCGA-A6-5662-01A

46 years, male, white, stage:iva

9.4

TCGA-CM-5862-01A

80 years, male, white, stage:iva

9.4

TCGA-DM-A28M-01A

63 years, male, white, stage:iia

9.3

TCGA-EI-6514-01A

59 years, female, white, stage:iia

9.3

TCGA-AA-3663-01A

42 years, male, stage:ii

9.3

TCGA-AA-3861-01A

72 years, male, stage:iia

9.3

TCGA-A6-6137-01A

55 years, male, white, stage:iiib

9.3

TCGA-AH-6643-01A

50 years, male, white, stage:iiic

9.3

TCGA-D5-6541-01A

49 years, male, white, stage:iia

9.3

TCGA-AA-3675-01A

84 years, male, stage:ii

9.2

TCGA-A6-4107-01A

57 years, female, white, stage:iiib

9.1

TCGA-AZ-5403-01A

43 years, male, white, stage:ii

9.1

TCGA-CM-6161-01A

36 years, female, white, stage:i

9.1

TCGA-A6-6653-01A

82 years, male, white, stage:i

9.1

TCGA-AF-6136-01A

72 years, female, white, stage:iiib

9.1

TCGA-D5-5539-01A

60 years, male, white, stage:iiia

9.0

TCGA-AA-3864-01A

71 years, male, stage:ii

9.0

TCGA-AZ-4682-01B

61 years, male, white, stage:iva

9.0

TCGA-AA-3697-01A

77 years, male, stage:ii

9.0

TCGA-AA-3655-01A

68 years, male, stage:ii

8.9

TCGA-DC-6683-01A

43 years, male, white, stage:iiib

8.9

TCGA-AG-3583-01A

66 years, male, stage:iv

8.9

TCGA-AA-3973-01A

69 years, male, stage:iv

8.9

TCGA-AA-3556-01A

78 years, male, stage:i

8.9

TCGA-SS-A7HO-01A

44 years, female, black or african american, stage:iib

8.8

TCGA-AH-6544-01A

60 years, male, white

8.8

TCGA-AA-A00A-01A

80 years, male, stage:iia

8.8

TCGA-DM-A28C-01A

74 years, male, white, stage:iia

8.8

TCGA-AF-2693-01A

75 years, male, white, stage:i

8.7

TCGA-F5-6813-01A

70 years, male, white, stage:iiic

8.7

TCGA-AZ-6599-01A

72 years, male, white, stage:i

8.7

TCGA-CI-6623-01B

44 years, male, white, stage:i

8.7

TCGA-G4-6297-01A

55 years, female, white, stage:iv

8.6

TCGA-AA-3534-01A

78 years, female, stage:iia

8.6

TCGA-AA-3976-01A

70 years, male, stage:iiia

8.5

TCGA-EI-6508-01A

48 years, female, white, stage:iiib

8.5

TCGA-G4-6315-01A

66 years, male, white, stage:iv

8.5

TCGA-AG-3582-01A

75 years, male, stage:iv

8.5

TCGA-CI-6624-01C

53 years, female, white, stage:i

8.5

TCGA-AA-3664-01A

74 years, female, stage:ii

8.5

TCGA-BM-6198-01A

73 years, male, white, stage:iiib

8.4

TCGA-CM-5861-01A

63 years, female, white, stage:iia

8.4

TCGA-AA-3956-01A

65 years, male, stage:iia

8.4

TCGA-F4-6807-01A

51 years, female, white, stage:iiic

8.4

TCGA-AU-3779-01A

80 years, female, white, stage:iia

8.4

TCGA-AA-3982-01A

75 years, male, stage:iiib

8.3

TCGA-A6-6138-01A

61 years, male, white, stage:i

8.2

TCGA-QG-A5Z2-01A

61 years, male, black or african american, stage:i

8.2

TCGA-AA-3496-01A

83 years, female, stage:ii

8.2

TCGA-F4-6856-01A

45 years, male, white, stage:i

8.2

TCGA-AG-3742-01A

85 years, female, stage:i

8.2

TCGA-D5-6926-01A

65 years, male, white, stage:iiib

8.2

TCGA-EI-6511-01A

52 years, male, white, stage:iiib

8.2

TCGA-CM-6163-01A

74 years, male, white, stage:i

8.2

TCGA-AG-3732-01A

78 years, female, stage:i

8.2

TCGA-A6-5660-01A

73 years, male, black or african american, stage:iiic

8.2

TCGA-EI-6510-01A

77 years, female, white

8.1

TCGA-CM-6169-01A

67 years, male, black or african american, stage:iia

8.1

TCGA-F4-6806-01A

59 years, female, white, stage:i

8.1

TCGA-AA-3524-01A

85 years, male, stage:ii

8.0

TCGA-F4-6461-01A

41 years, female, white, stage:iiic

8.0

TCGA-NH-A50V-01A

69 years, male, black or african american, stage:iiib

8.0

TCGA-G4-6627-01A

84 years, male, white, stage:iia

8.0

TCGA-D5-6924-01A

68 years, male, white, stage:iia

7.9

TCGA-DC-5337-01A

69 years, male, white, stage:i

7.9

TCGA-AF-3911-01A

48 years, male, white, stage:iiic

7.9

TCGA-CM-5863-01A

60 years, female, white, stage:iiib

7.9

TCGA-AA-3688-01A

80 years, male, stage:iv

7.8

TCGA-A6-6142-01A

56 years, female, white, stage:iva

7.8

TCGA-D5-6929-01A

49 years, female, white, stage:iv

7.8

TCGA-AF-2687-01A

57 years, male, white, stage:iiic

7.8

TCGA-AA-3854-01A

71 years, female, stage:i

7.8

TCGA-CM-6168-01A

84 years, female, black or african american, stage:iia

7.8

TCGA-CM-5349-01A

68 years, female, white, stage:iia

7.8

TCGA-CM-6162-01A

48 years, female, white, stage:iiib

7.8

TCGA-AF-A56N-01A

47 years, female, black or african american, stage:iia

7.7

TCGA-D5-5541-01A

63 years, male, white, stage:iiib

7.7

TCGA-AG-3592-01A

68 years, male, stage:iia

7.7

TCGA-DM-A1D9-01A

67 years, female, white, stage:iia

7.7

TCGA-DC-4745-01A

49 years, female, white, stage:iiib

7.7

TCGA-EI-7002-01A

58 years, male, white, stage:iv

7.7

TCGA-DM-A28G-01A

75 years, male, white, stage:iia

7.7

TCGA-CM-6167-01A

57 years, female, black or african american, stage:iiic

7.7

TCGA-AA-3877-01A

83 years, female, stage:i

7.7

TCGA-AA-3679-01A

59 years, male, stage:iv

7.7

TCGA-CM-6171-01A

77 years, female, white, stage:i

7.7

TCGA-AG-3584-01A

60 years, male, stage:iv

7.7

TCGA-AA-3821-01A

81 years, female, stage:i

7.6

TCGA-DY-A1DG-01A

75 years, male, white, stage:iva

7.6

TCGA-AF-4110-01A

77 years, male, white, stage:iva

7.6

TCGA-G4-6311-01A

80 years, male, white, stage:iii

7.6

TCGA-A6-6652-01A

59 years, male, black or african american, stage:iva

7.6

TCGA-F5-6861-01A

60 years, female, white, stage:iia

7.6

TCGA-AH-6897-01A

48 years, male, white, stage:i

7.6

TCGA-D5-6920-01A

77 years, female, white, stage:iia

7.6

TCGA-AA-3815-01A

65 years, female, stage:iia

7.6

TCGA-A6-A565-01A

34 years, female, black or african american, stage:iiic

7.6

TCGA-AA-3811-01A

84 years, female, stage:iii

7.6

TCGA-CK-4947-01B

46 years, female, white, stage:iiib

7.6

TCGA-F4-6854-01A

77 years, female, white, stage:iia

7.5

TCGA-AA-A00J-01A

80 years, male, stage:iiib

7.5

TCGA-DM-A28F-01A

73 years, male, white, stage:iiib

7.5

TCGA-DM-A1D8-01A

50 years, female, white

7.5

TCGA-DM-A28H-01A

50 years, male, white, stage:iiic

7.5

TCGA-F5-6812-01A

67 years, male, white, stage:iia

7.5

TCGA-AA-3696-01A

75 years, female, stage:iv

7.5

TCGA-CA-6715-01A

63 years, male, asian, stage:iiib

7.5

TCGA-CK-5913-01A

58 years, female, white, stage:iia

7.4

TCGA-AZ-4615-01A

84 years, male, white, stage:iiib

7.4

TCGA-A6-2675-01A

78 years, male, white, stage:iia

7.4

TCGA-4T-AA8H-01A

42 years, female, black or african american, stage:iia

7.4

TCGA-AZ-5407-01A

51 years, female, white, stage:i

7.4

TCGA-CA-6719-01A

77 years, male, asian, stage:iia

7.3

TCGA-G4-6303-01A

54 years, female, white, stage:iv

7.3

TCGA-G4-6322-01A

65 years, male, white, stage:iiib

7.3

TCGA-DY-A1DE-01A

56 years, female, white, stage:iia

7.3

TCGA-F5-6571-01A

62 years, female, white, stage:iia

7.3

TCGA-AZ-6606-01A

81 years, male, white, stage:iv

7.3

TCGA-AA-3520-01A

86 years, female, stage:ii

7.3

TCGA-A6-3807-01A

53 years, female, white, stage:iiic

7.2

TCGA-AF-3913-01A

60 years, male, black or african american, stage:iv

7.2

TCGA-CK-6748-01A

45 years, female, white, stage:iv

7.2

TCGA-AF-2691-01A

48 years, female, white, stage:i

7.2

TCGA-DY-A0XA-01A

57 years, female, white, stage:iia

7.2

TCGA-AF-6672-01A

43 years, male, white, stage:iv

7.2

TCGA-G4-6314-01A

76 years, female, white, stage:iv

7.2

TCGA-D5-6928-01A

80 years, male, white, stage:iia

7.2

TCGA-CA-6718-01A

46 years, male, asian, stage:iia

7.1

TCGA-CM-4752-01A

58 years, male, black or african american, stage:iia

7.1

TCGA-A6-5665-01A

84 years, female, white, stage:iia

7.1

TCGA-AH-6549-01A

66 years, male, white

7.1

TCGA-A6-6141-01A

31 years, male, black or african american, stage:iia

7.1

TCGA-QG-A5YV-01A

64 years, female, black or african american, stage:iiic

7.1

TCGA-F5-6811-01A

72 years, female, white, stage:iia

7.0

TCGA-AG-3593-01A

72 years, female, stage:iia

7.0

TCGA-CA-5256-01A

54 years, female, asian, stage:iia

7.0

TCGA-AA-3949-01A

87 years, female, stage:iiib

7.0

TCGA-CM-6679-01A

58 years, male, white, stage:iia

7.0

TCGA-CK-4951-01A

79 years, female, white, stage:iia

7.0

TCGA-AA-3666-01A

68 years, male, stage:iii

7.0

TCGA-AA-3971-01A

58 years, male, stage:iii

7.0

TCGA-AA-3489-01A

75 years, male, stage:ii

7.0

TCGA-AY-A69D-01A

55 years, female, black or african american, stage:iia

7.0

TCGA-F4-6855-01A

70 years, female, white, stage:iia

7.0

TCGA-DM-A285-01A

71 years, female, white, stage:iv

7.0

TCGA-AA-3860-01A

53 years, female, stage:iiib

6.9

TCGA-AA-3526-01A

57 years, male, stage:i

6.9

TCGA-CA-6717-01A

57 years, male, asian, stage:iia

6.9

TCGA-QL-A97D-01A

84 years, female, black or african american, stage:i

6.9

TCGA-AD-6964-01A

58 years, male, white

6.9

TCGA-DM-A28E-01A

72 years, female, white, stage:iia

6.9

TCGA-AA-3851-01A

74 years, male, stage:iia

6.8

TCGA-CI-6622-01A

74 years, male, white, stage:iib

6.8

TCGA-AG-A015-01A

64 years, female, stage:i

6.8

TCGA-DM-A1D7-01A

82 years, male, white, stage:iia

6.8

TCGA-CI-6621-01A

63 years, male, white, stage:iiib

6.8

TCGA-AA-3525-01A

90 years, male, stage:iiib

6.8

TCGA-G4-6323-01A

50 years, male, black or african american, stage:ia

6.8

TCGA-AA-3875-01A

78 years, female, stage:i

6.8

TCGA-DM-A280-01A

70 years, female, white, stage:iia

6.8

TCGA-AF-5654-01A

73 years, female, white, stage:i

6.8

TCGA-AY-6386-01A

66 years, female, black or african american, stage:iiib

6.8

TCGA-D5-6536-01A

73 years, male, white, stage:iia

6.8

TCGA-EF-5830-01A

54 years, male, white, stage:iib

6.8

TCGA-A6-5661-01A

80 years, female, black or african american, stage:iia

6.7

TCGA-AG-3901-01A

67 years, female, stage:iiib

6.7

TCGA-DC-6158-01A

70 years, male, white, stage:i

6.7

TCGA-QG-A5YX-01A

61 years, female, black or african american, stage:iia

6.7

TCGA-G4-6295-01A

70 years, female, white, stage:ii

6.7

TCGA-A6-A5ZU-01A

59 years, male, black or african american, stage:iiib

6.7

TCGA-F4-6460-01A

51 years, female, white, stage:iiib

6.7

TCGA-AA-3831-01A

66 years, male, stage:iia

6.7

TCGA-AA-3511-01A

64 years, male, stage:ii

6.7

TCGA-NH-A50U-01A

42 years, male, black or african american, stage:iva

6.7

TCGA-AY-A71X-01A

54 years, female, black or african american, stage:i

6.6

TCGA-AG-3896-01A

85 years, female, stage:i

6.6

TCGA-G4-6625-01A

77 years, female, white, stage:iia

6.6

TCGA-AG-3580-01A

67 years, male, stage:i

6.6

TCGA-CA-5797-01A

56 years, male, asian, stage:iia

6.6

TCGA-AA-3939-01A

83 years, male, stage:iia

6.6

TCGA-AA-3538-01A

54 years, female, stage:i

6.6

TCGA-A6-A56B-01A

57 years, male, black or african american, stage:iiib

6.6

TCGA-AA-3941-01A

84 years, female, stage:iva

6.6

TCGA-D5-6532-01A

61 years, male, white, stage:iia

6.6

TCGA-AF-6655-01A

66 years, male, white, stage:iiia

6.6

TCGA-CM-5860-01A

44 years, male, white, stage:iia

6.6

TCGA-AG-3587-01A

65 years, male, stage:i

6.5

TCGA-4N-A93T-01A

67 years, male, black or african american, stage:iiib

6.5

TCGA-A6-3808-01A

73 years, male, white, stage:iia

6.5

TCGA-AG-3893-01A

74 years, male, stage:iiib

6.5

TCGA-G4-6302-01A

90 years, female, white, stage:iia

6.5

TCGA-DM-A28A-01A

78 years, male, white, stage:iiic

6.5

TCGA-DM-A0XF-01A

68 years, female, white, stage:iiic

6.5

TCGA-CL-4957-01A

79 years, female

6.4

TCGA-AZ-6598-01A

77 years, female, white, stage:ii

6.4

TCGA-NH-A8F8-01A

79 years, male, black or african american, stage:iv

6.4

TCGA-AA-A00E-01A

65 years, male, stage:iia

6.4

TCGA-NH-A8F7-01A

53 years, female, black or african american, stage:iia

6.4

TCGA-F5-6864-01A

74 years, female, white, stage:iiib

6.4

TCGA-5M-AAT4-01A

74 years, male, black or african american, stage:iv

6.4

TCGA-AA-A024-01A

81 years, male, stage:ii

6.4

TCGA-AA-3818-01A

78 years, female, stage:iia

6.3

TCGA-AA-A02W-01A

73 years, female, stage:i

6.3

TCGA-AZ-6600-01A

64 years, male, black or african american, stage:iv

6.3

TCGA-3L-AA1B-01A

61 years, female, black or african american, stage:i

6.3

TCGA-AA-3692-01A

47 years, female, stage:iv

6.3

TCGA-AA-A00L-01A

66 years, male, stage:iia

6.3

TCGA-AA-3660-01A

51 years, female, stage:ii

6.3

TCGA-F4-6805-01A

58 years, female, white, stage:iia

6.3

TCGA-DM-A1HB-01A

75 years, male, white, stage:iiib

6.3

TCGA-EI-6513-01A

59 years, male, white, stage:iiib

6.3

TCGA-AA-A01F-01A

72 years, male, stage:iiib

6.3

TCGA-AG-3575-01A

51 years, male, stage:ii

6.2

TCGA-AG-3574-01A

89 years, female, stage:ii

6.2

TCGA-DM-A1D4-01A

80 years, male, white, stage:iia

6.2

TCGA-AY-4071-01A

63 years, female, white, stage:i

6.2

TCGA-G4-6626-01A

90 years, male, white, stage:iia

6.2

TCGA-D5-6922-01A

76 years, male, white, stage:iiia

6.2

TCGA-CM-6164-01A

46 years, female, white, stage:iia

6.2

TCGA-DM-A1D0-01A

79 years, female, white, stage:iia

6.2

TCGA-CM-6676-01A

82 years, male, white, stage:i

6.2

TCGA-AA-3519-01A

63 years, male, stage:iii

6.2

TCGA-A6-6782-01A

82 years, male, white, stage:iib

6.2

TCGA-AG-3611-01A

72 years, male, stage:iia

6.2

TCGA-DM-A282-01A

61 years, female, white, stage:iia

6.1

TCGA-CM-5348-01A

72 years, male, white, stage:iiib

6.1

TCGA-A6-5667-01A

40 years, female, white, stage:iiib

6.1

TCGA-A6-6651-01A

55 years, female, white, stage:iiib

6.1

TCGA-AA-3819-01A

41 years, female, stage:iia

6.1

TCGA-DC-6681-01A

70 years, female, white, stage:iva

6.1

TCGA-DM-A1D6-01A

88 years, male, white, stage:iia

6.1

TCGA-AG-4008-01A

63 years, male, stage:iia

6.0

TCGA-DM-A1HA-01A

82 years, male, white, stage:iiic

6.0

TCGA-QG-A5YW-01A

55 years, female, black or african american, stage:iiic

6.0

TCGA-AA-3662-01A

80 years, female, stage:iv

6.0

TCGA-AA-3678-01A

60 years, female, stage:iii

6.0

TCGA-AD-6901-01A

78 years, male, white

6.0

TCGA-F5-6464-01A

77 years, female, white, stage:iiic

6.0

TCGA-AA-3516-01A

74 years, female, stage:iii

6.0

TCGA-NH-A6GC-01A

66 years, female, black or african american, stage:ivb

6.0

TCGA-CK-6747-01A

87 years, female, white, stage:iia

6.0

TCGA-F4-6459-01A

61 years, female, white, stage:iiib

6.0

TCGA-A6-4105-01A

79 years, male, white, stage:iia

5.9

TCGA-RU-A8FL-01A

51 years, male, black or african american, stage:iiib

5.9

TCGA-F4-6809-01A

52 years, female, white, stage:iva

5.9

TCGA-AA-A00W-01A

80 years, male, stage:i

5.9

TCGA-G4-6588-01A

58 years, female, white, stage:iia

5.9

TCGA-AA-3552-01A

85 years, male, stage:iiic

5.9

TCGA-AD-6889-01A

male, asian, stage:iia

5.9

TCGA-5M-AATE-01A

76 years, male, black or african american, stage:iia

5.9

TCGA-AA-3989-01A

84 years, male, stage:iv

5.9

TCGA-D5-6898-01A

51 years, female, white, stage:i

5.8

TCGA-DC-4749-01A

57 years, male, white, stage:i

5.8

TCGA-AA-A00N-01A

75 years, male, stage:iib

5.8

TCGA-A6-6654-01A

65 years, female, white, stage:iiib

5.8

TCGA-AD-A5EK-01A

51 years, male, black or african american, stage:i

5.8

TCGA-G4-6293-01A

49 years, female, white, stage:iii

5.8

TCGA-D5-7000-01A

79 years, female, white, stage:i

5.8

TCGA-CL-5918-01A

90 years, female, white, stage:iia

5.8

TCGA-AY-6196-01A

47 years, male, white, stage:iiic

5.8

TCGA-AA-3673-01A

53 years, female, stage:ii

5.8

TCGA-AA-A02Y-01A

73 years, male, stage:i

5.8

TCGA-AA-3555-01A

81 years, female, stage:iia

5.8

TCGA-A6-2674-01A

72 years, male, white, stage:iv

5.8

TCGA-AA-3930-01A

66 years, male, stage:iv

5.7

TCGA-AA-A00Q-01A

66 years, female, stage:iiib

5.7

TCGA-AA-3562-01A

82 years, male, stage:iiic

5.7

TCGA-A6-5664-01A

80 years, male, black or african american, stage:iiic

5.7

TCGA-A6-6780-01A

74 years, male, white, stage:iia

5.7

TCGA-AD-6899-01A

84 years, male, white, stage:iiic

5.7

TCGA-AU-6004-01A

69 years, female, white, stage:i

5.7

TCGA-A6-6649-01A

66 years, male, white, stage:iiib

5.7

TCGA-A6-6140-01A

62 years, male, white, stage:iia

5.7

TCGA-EI-7004-01A

37 years, female, white

5.7

TCGA-AY-A8YK-01A

44 years, male, black or african american, stage:iva

5.7

TCGA-AA-3994-01A

69 years, male, stage:iiib

5.6

TCGA-AG-3731-01A

65 years, male, stage:iv

5.6

TCGA-AZ-6603-01A

77 years, female, white

5.6

TCGA-CK-6751-01A

88 years, female, white, stage:i

5.6

TCGA-D5-5537-01A

83 years, male, white

5.6

TCGA-NH-A5IV-01A

90 years, female, black or african american, stage:iia

5.6

TCGA-AA-A02E-01A

82 years, female, stage:iv

5.6

TCGA-AZ-6601-01A

68 years, male, white, stage:ii

5.6

TCGA-A6-3809-01A

71 years, female, white, stage:iib

5.6

TCGA-AA-3518-01A

81 years, female, stage:iia

5.6

TCGA-AG-3892-01A

57 years, female, stage:i

5.5

TCGA-F5-6702-01A

71 years, male, white, stage:iva

5.5

TCGA-F4-6570-01A

78 years, female, white, stage:iia

5.5

TCGA-AG-3600-01A

62 years, male, stage:iiic

5.5

TCGA-AA-3553-01A

61 years, female, stage:i

5.5

TCGA-CM-5868-01A

59 years, female, white, stage:iva

5.5

TCGA-EI-6885-01A

57 years, female, white, stage:iv

5.5

TCGA-AG-A02N-01A

67 years, male, stage:ii

5.5

TCGA-D5-6534-01A

62 years, female, white, stage:iia

5.4

TCGA-AA-A00Z-01A

70 years, male, stage:iia

5.4

TCGA-T9-A92H-01A

82 years, male, black or african american, stage:iia

5.4

TCGA-AG-A036-01A

71 years, male, stage:iii

5.4

TCGA-CI-6619-01B

41 years, male, white, stage:iv

5.4

TCGA-D5-6529-01A

69 years, male, white, stage:iia

5.4

TCGA-A6-2680-01A

72 years, female, black or african american, stage:ii

5.4

TCGA-D5-6927-01A

34 years, male, white, stage:iia

5.4

TCGA-AG-3898-01A

61 years, male, stage:iia

5.4

TCGA-AG-3598-01A

69 years, male, stage:iia

5.4

TCGA-D5-6530-01A

53 years, male, white, stage:i

5.4

TCGA-D5-6931-01A

77 years, male, white, stage:iiic

5.4

TCGA-D5-6932-01A

69 years, male, white, stage:iia

5.4

TCGA-AA-A02K-01A

50 years, male, stage:iv

5.3

TCGA-F5-6814-01A

57 years, male, white, stage:iia

5.3

TCGA-CM-6678-01A

63 years, female, white, stage:iva

5.3

TCGA-CM-6677-01A

75 years, female, white, stage:iia

5.3

TCGA-AA-3685-01A

69 years, male, stage:ii

5.3

TCGA-AG-A032-01A

68 years, male, stage:iiib

5.3

TCGA-AA-3494-01A

55 years, male, stage:iv

5.3

TCGA-DY-A1DC-01A

72 years, female, white, stage:iia

5.3

TCGA-NH-A6GA-01A

58 years, male, black or african american, stage:iiic

5.3

TCGA-AF-A56K-01A

56 years, male, black or african american, stage:iia

5.2

TCGA-G4-6317-01A

51 years, female, white, stage:iiic

5.2

TCGA-AA-3986-01A

73 years, male, stage:i

5.2

TCGA-AA-3681-01A

77 years, female, stage:iii

5.2

TCGA-AZ-4684-01A

50 years, male, white, stage:iva

5.2

TCGA-AA-3492-01A

90 years, female, stage:ii

5.1

TCGA-AF-2690-01A

77 years, female, white, stage:iiic

5.1

TCGA-AA-3867-01A

74 years, male, stage:iv

5.1

TCGA-CM-6674-01A

39 years, male, white, stage:iia

5.1

TCGA-AG-3594-01A

77 years, male, stage:iia

5.1

TCGA-D5-6930-01A

67 years, male, white, stage:iia

5.1

TCGA-AF-2692-01A

54 years, female, white, stage:iia

5.1

TCGA-AA-A02J-01A

70 years, female, stage:iv

5.1

TCGA-G4-6320-01A

73 years, male, white, stage:iii

5.1

TCGA-CL-5917-01A

71 years, female, white, stage:iiic

5.1

TCGA-AH-6644-01A

73 years, male, white

5.0

TCGA-A6-2676-01A

75 years, female, white, stage:iib

5.0

TCGA-CM-5344-01A

39 years, female, white, stage:iiib

5.0

TCGA-AZ-4315-01A

61 years, male, white, stage:iia

5.0

TCGA-AG-3890-01A

62 years, male, stage:i

5.0

TCGA-AA-3517-01A

60 years, male, stage:iia

5.0

TCGA-AA-3549-01A

69 years, male, stage:i

5.0

TCGA-AD-6963-01A

58 years, male, white

5.0

TCGA-AA-3554-01A

62 years, female, stage:iia

5.0

TCGA-AA-3856-01A

59 years, male, stage:iia

5.0

TCGA-F5-6863-01A

71 years, female, white, stage:iiib

5.0

TCGA-AM-5821-01A

68 years, female, white, stage:iia

5.0

TCGA-G4-6304-01A

66 years, female, white, stage:iib

5.0

TCGA-AA-A017-01A

57 years, female, stage:iia

5.0

TCGA-AA-A02F-01A

68 years, female, stage:iv

4.9

TCGA-AZ-6605-01A

78 years, male, white, stage:iiib

4.9

TCGA-AA-3495-01A

79 years, male, stage:i

4.9

TCGA-AD-6965-01A

62 years, male, white, stage:iiic

4.9

TCGA-CM-6166-01A

48 years, female, white, stage:i

4.9

TCGA-AA-A00F-01A

66 years, male, stage:iiic

4.9

TCGA-AG-3599-01A

70 years, male, stage:i

4.8

TCGA-CM-4751-01A

62 years, male, white, stage:iiib

4.8

TCGA-EI-6917-01A

33 years, male, white, stage:iiia

4.8

TCGA-D5-6538-01A

79 years, female, white, stage:iiib

4.8

TCGA-AA-3543-01A

84 years, male, stage:i

4.8

TCGA-G4-6309-01A

40 years, female, black or african american, stage:iiib

4.8

TCGA-EI-6507-01A

60 years, male, white, stage:iia

4.7

TCGA-AD-6548-01A

81 years, female, white, stage:i

4.7

TCGA-A6-5657-01A

65 years, male, black or african american, stage:iiib

4.7

TCGA-AG-4007-01A

87 years, male, stage:iv

4.7

TCGA-F4-6463-01A

51 years, male, white, stage:iia

4.7

TCGA-CK-4950-01A

68 years, female, black or african american, stage:iiib

4.7

TCGA-AY-6197-01A

60 years, male, white, stage:iia

4.7

TCGA-CM-4743-01A

69 years, male, white, stage:iia

4.6

TCGA-AG-3612-01A

55 years, female, stage:iiib

4.6

TCGA-EI-6512-01A

64 years, female, white, stage:iiib

4.6

TCGA-AA-3833-01A

63 years, female, stage:iia

4.6

TCGA-AA-3966-01A

89 years, female, stage:iia

4.6

TCGA-D5-6540-01A

66 years, male, white, stage:i

4.6

TCGA-AG-A020-01A

57 years, female, stage:iii

4.6

TCGA-AA-3837-01A

67 years, male, stage:iia

4.5

TCGA-G4-6299-01A

69 years, male, white, stage:iiic

4.5

TCGA-F4-6808-01A

54 years, female, white, stage:i

4.5

TCGA-D5-6537-01A

64 years, male, white, stage:iiib

4.5

TCGA-G4-6586-01A

74 years, female, white, stage:iia

4.5

TCGA-AG-3605-01A

85 years, female, stage:iv

4.5

TCGA-AG-3887-01A

68 years, male, stage:iia

4.4

TCGA-DM-A28K-01A

75 years, male, white, stage:iia

4.4

TCGA-AG-4001-01A

74 years, female, stage:iia

4.4

TCGA-AD-6895-01A

84 years, male, white, stage:iiib

4.4

TCGA-AG-A02G-01A

66 years, male, stage:iv

4.3

TCGA-D5-6923-01A

57 years, male, white, stage:i

4.3

TCGA-AY-4070-01A

51 years, female, black or african american, stage:iiic

4.3

TCGA-AA-3502-01A

73 years, male, stage:i

4.3

TCGA-AA-A00U-01A

50 years, male, stage:iiib

4.3

TCGA-DM-A0X9-01A

71 years, female, white, stage:iia

4.3

TCGA-AG-A026-01A

66 years, male, stage:ii

4.3

TCGA-AG-3909-01A

69 years, female, stage:iiib

4.3

TCGA-AG-4005-01A

64 years, male, stage:iv

4.3

TCGA-AG-3894-01A

65 years, male, stage:iia

4.2

TCGA-A6-2672-01B

82 years, female, white, stage:iiib

4.2

TCGA-AG-3608-01A

79 years, female, stage:iia

4.1

TCGA-AA-3510-01A

70 years, male, stage:ii

4.1

TCGA-AG-A025-01A

62 years, female, stage:i

4.1

TCGA-F4-6703-01A

64 years, male, white, stage:iia

4.1

TCGA-AG-A00H-01A

75 years, male, stage:iia

4.0

TCGA-AG-A00C-01A

49 years, female, stage:iiib

4.0

TCGA-CM-4746-01A

61 years, male, black or african american, stage:i

4.0

TCGA-NH-A50T-01A

68 years, female, black or african american, stage:iia

4.0

TCGA-AG-3581-01A

63 years, male, stage:i

4.0

TCGA-F4-6569-01A

60 years, male, white, stage:i

4.0

TCGA-AG-A00Y-01A

68 years, male, stage:iia

4.0

TCGA-DY-A1DF-01A

73 years, female, white, stage:iiic

4.0

TCGA-AZ-4323-01A

37 years, male, white, stage:iv

4.0

TCGA-AA-3855-01A

72 years, male, stage:i

4.0

TCGA-G4-6298-01A

90 years, male, black or african american, stage:iiib

3.9

TCGA-AA-3548-01A

71 years, female, stage:iiic

3.9

TCGA-A6-2686-01A

81 years, female, white, stage:iia

3.9

TCGA-AA-A010-01A

46 years, female, stage:iib

3.9

TCGA-AA-A01Q-01A

48 years, female, stage:ii

3.9

TCGA-CM-5341-01A

82 years, female, white, stage:iiia

3.9

TCGA-G4-6628-01A

78 years, male, white, stage:i

3.9

TCGA-A6-2685-01A

48 years, female, black or african american, stage:iia

3.9

TCGA-AA-3488-01A

58 years, male, stage:iv

3.9

TCGA-AZ-4616-01A

82 years, female, white, stage:iv

3.9

TCGA-AD-6890-01A

65 years, male, white

3.9

TCGA-A6-2681-01A

73 years, female, white, stage:iia

3.8

TCGA-DM-A1DB-01A

68 years, male, white, stage:iia

3.8

TCGA-AZ-6608-01A

55 years, female, white, stage:iiia

3.8

TCGA-CA-5255-01A

45 years, male, asian, stage:iia

3.8

TCGA-AA-A01X-01A

80 years, female, stage:iii

3.7

TCGA-A6-2682-01A

70 years, male, white, stage:iv

3.7

TCGA-CI-6620-01A

41 years, female, white, stage:iva

3.7

TCGA-DM-A1DA-01A

71 years, female, white, stage:iiic

3.7

TCGA-AA-3975-01A

80 years, male, stage:i

3.7

TCGA-AA-3531-01A

75 years, female, stage:iia

3.7

TCGA-CM-4750-01A

34 years, female, white, stage:iiia

3.6

TCGA-AA-A01G-01A

63 years, male, stage:iia

3.6

TCGA-AG-3902-01A

61 years, male, stage:iia

3.6

TCGA-EI-6883-01A

63 years, male, white, stage:iic

3.5

TCGA-AA-3560-01A

72 years, female, stage:iiic

3.5

TCGA-AG-A02X-01A

77 years, male, stage:i

3.5

TCGA-G5-6233-01A

74 years, male, white

3.4

TCGA-AG-3586-01A

72 years, female, stage:iii

3.4

TCGA-AA-A01K-01A

74 years, female, stage:iiic

3.3

TCGA-AA-A02H-01A

74 years, female, stage:iv

3.3

TCGA-CK-4948-01B

45 years, female, white, stage:iii

3.3

TCGA-AD-6888-01A

73 years, male, white, stage:iiib

3.3

TCGA-5M-AAT6-01A

40 years, female, black or african american, stage:iv

3.3

TCGA-DM-A0XD-01A

65 years, male, white, stage:iia

3.3

TCGA-AG-A01J-01A

59 years, female, stage:iia

3.3

TCGA-AA-A01C-01A

75 years, male, stage:iiia

3.3

TCGA-AF-3400-01A

54 years, male, white, stage:iia

3.2

TCGA-AA-A00K-01A

79 years, male, stage:iia

3.2

TCGA-A6-2671-01A

85 years, male, white, stage:iv

3.2

TCGA-G4-6307-01A

37 years, female, white, stage:iiib

3.2

TCGA-A6-A566-01A

55 years, female, black or african american, stage:iiib

3.1

TCGA-AG-A01N-01A

68 years, female, stage:iv

3.1

TCGA-AA-A01P-01A

80 years, female, stage:iii

3.0

TCGA-AZ-4313-01A

51 years, female, white, stage:i

3.0

TCGA-AD-5900-01A

67 years, male, white, stage:i

3.0

TCGA-AA-A02R-01A

84 years, female, stage:iia

3.0

TCGA-AA-3858-01A

67 years, male, stage:i

3.0

TCGA-CK-4952-01A

48 years, female, white, stage:iiic

3.0

TCGA-WS-AB45-01A

female, black or african american, stage:iia

2.9

TCGA-NH-A6GB-01A

71 years, female, black or african american, stage:iiic

2.9

TCGA-AF-A56L-01A

48 years, female, black or african american, stage:iiic

2.9

TCGA-AG-3578-01A

76 years, female, stage:iia

2.9

TCGA-AA-A01V-01A

59 years, male, stage:i

2.9

TCGA-DT-5265-01A

51 years, male, asian, stage:ii

2.9

TCGA-AG-A023-01A

62 years, female, stage:iv

2.9

TCGA-CM-4748-01A

53 years, male, white, stage:iiib

2.8

TCGA-AG-A016-01A

55 years, male, stage:iv

2.8

TCGA-AG-A008-01A

50 years, female, stage:i

2.8

TCGA-AA-A01S-01A

47 years, female, stage:iii

2.7

TCGA-AZ-4614-01A

71 years, female, white, stage:iva

2.7

TCGA-D5-6531-01A

75 years, male, white, stage:iia

2.7

TCGA-AG-3728-01A

73 years, male, stage:iiib

2.6

TCGA-DY-A1DD-01A

77 years, female, white, stage:iiib

2.6

TCGA-AA-A01Z-01A

68 years, male, stage:ii

2.6

TCGA-AA-3710-01A

80 years, female, stage:iia

2.5

TCGA-AG-3999-01A

61 years, female, stage:iiic

2.5

TCGA-AA-A029-01A

67 years, male, stage:ii

2.5

TCGA-AA-A01D-01A

47 years, female, stage:iiic

2.5

TCGA-AG-A011-01A

80 years, male, stage:iia

2.4

TCGA-AA-3812-01A

82 years, female, stage:iia

2.4

TCGA-AA-A00R-01A

64 years, female, stage:i

2.3

TCGA-AA-3848-01A

82 years, female, stage:iiic

2.3

TCGA-DY-A1H8-01A

77 years, female, white, stage:iiia

2.3

TCGA-AA-3544-01A

68 years, male, stage:i

2.3

TCGA-CM-4747-01A

47 years, male, white, stage:iva

2.3

TCGA-F4-6704-01A

60 years, male, american indian or alaska native, stage:iiic

2.2

TCGA-CM-4744-01A

69 years, male, white, stage:i

2.2

TCGA-A6-2679-01A

73 years, female, white, stage:iib

2.1

TCGA-AZ-6607-01A

69 years, male, white, stage:iv

2.1

TCGA-AA-A00D-01A

70 years, male, stage:i

2.1

TCGA-AA-3842-01A

51 years, male, stage:iiia

2.1

TCGA-EI-6509-01A

53 years, male, white, stage:iiic

2.1

TCGA-AG-3609-01A

65 years, female, stage:iiic

2.0

TCGA-AA-A03J-01A

65 years, female, stage:i

1.9

TCGA-AG-3882-01A

66 years, female, stage:i

1.9

TCGA-AA-3672-01A

90 years, female, stage:iii

1.8

TCGA-A6-2683-01A

57 years, female, white, stage:iv

1.8

TCGA-AA-3506-01A

77 years, male, stage:i

1.8

TCGA-AA-A02O-01A

82 years, male, stage:ii

1.7

TCGA-AA-A01R-01A

47 years, male, stage:iii

1.6

TCGA-CA-5254-01A

42 years, female, asian, stage:iia

1.5

TCGA-AG-3883-01A

69 years, male, stage:i

1.5

TCGA-AG-3878-01A

64 years, male, stage:i

1.4

TCGA-AA-A01T-01A

63 years, female, stage:iii

1.4

TCGA-AA-3841-01A

66 years, male, stage:iia

1.4

TCGA-AA-3870-01A

71 years, female, stage:iv

1.3

TCGA-AA-A004-01A

76 years, male, stage:iia

1.3

TCGA-DC-6155-01A

31 years, female, white, stage:iiia

1.2

TCGA-AA-3514-01A

81 years, female, stage:i

1.2

TCGA-AG-3881-01A

83 years, female, stage:iia

1.2

TCGA-AA-3715-01A

77 years, male, stage:ii

1.2

TCGA-AZ-4308-01A

47 years, female, white, stage:iiib

1.2

TCGA-AA-A03F-01A

90 years, female, stage:iii

1.1

TCGA-AG-3727-01A

78 years, female, stage:iii

1.1

TCGA-AA-3542-01A

69 years, male, stage:iiic

1.1

TCGA-G4-6306-01A

71 years, male, white

1.0

TCGA-AA-3667-01A

36 years, female, stage:i

1.0

TCGA-AG-A014-01A

86 years, male, stage:i

1.0

TCGA-AG-3885-01A

71 years, female, stage:iiib

1.0

TCGA-AG-3726-01A

63 years, female, stage:i

0.9

Show all

Best separation

Median separation

Expression cutoff

7.6 FPKM

6.2 FPKM

5-year survival highi

5-year survival for patients with higher expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

78%

65%

5-year survival lowi

5-year survival for patients with lower expression than the expression cutoff.

The Scatter Survival plot shows the clinical status for all individuals in the patient cohort, based on the same data as in the Kaplan-Meier plots. Living patients are shown in blue and deceased patients in red. The x-axis shows the expression levels (FPKM) of the investigated gene at the time of diagnosis and the y-axis shows the number of years of survival (living years) after the diagnosis.

Individual patient data is displayed in an interactive plot and can be filtered by clicking on one or several category buttons to the left. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be changed to "x linear" by clicking on the "x log" button on the left. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

Stage:

TCGA RNA samplesi

RNA-seq data is reported as median FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .

Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.

Average FPKM

6.6

Number of samples

438

Samples

Sample

Description

FPKM

TCGA-AA-3561-01A

72 years, male, stage:iia

30.7

TCGA-A6-5656-01B

74 years, male, white, stage:i

20.4

TCGA-AA-3947-01A

60 years, female, stage:iib

19.1

TCGA-A6-2677-01B

68 years, female, white, stage:iiic

18.0

TCGA-A6-2684-01C

75 years, female, white, stage:i

17.6

TCGA-AA-3979-01A

84 years, male, stage:iia

16.6

TCGA-CA-5796-01A

53 years, female, asian, stage:iia

16.6

TCGA-D5-5540-01A

73 years, male, white, stage:iia

15.3

TCGA-D5-6535-01A

80 years, female, white, stage:iiib

14.7

TCGA-A6-5666-01A

78 years, male, white, stage:iic

14.5

TCGA-AA-3862-01A

82 years, male, stage:iia

14.3

TCGA-A6-5659-01A

82 years, male, white, stage:i

14.2

TCGA-CK-5916-01A

71 years, female, white, stage:i

14.2

TCGA-A6-6648-01A

56 years, male, white, stage:iva

13.9

TCGA-AA-3846-01A

74 years, female, stage:iia

13.9

TCGA-G4-6294-01A

76 years, male, white, stage:iv

13.8

TCGA-AY-A54L-01A

74 years, female, black or african american, stage:i

13.5

TCGA-G4-6321-01A

60 years, female, white, stage:iii

12.9

TCGA-AA-3866-01A

78 years, female, stage:i

12.7

TCGA-A6-2678-01A

43 years, female, white, stage:iiib

12.7

TCGA-AA-A00O-01A

83 years, female, stage:iiic

12.3

TCGA-CM-6170-01A

73 years, female, white, stage:i

12.1

TCGA-AA-3869-01A

76 years, male, stage:iv

11.9

TCGA-A6-6781-01B

43 years, male, white, stage:iiic

11.9

TCGA-D5-6539-01A

45 years, female, white

11.8

TCGA-AA-3530-01A

80 years, male, stage:i

11.8

TCGA-A6-6650-01A

69 years, female, black or african american, stage:iia

11.6

TCGA-AA-3970-01A

65 years, male, stage:iia

11.6

TCGA-D5-6533-01A

68 years, female, white

11.5

TCGA-AA-A01I-01A

76 years, male, stage:i

11.5

TCGA-CM-6172-01A

70 years, female, white, stage:iiib

11.3

TCGA-A6-3810-01A

63 years, male, white, stage:iia

11.2

TCGA-AM-5820-01A

60 years, female, white, stage:iva

11.2

TCGA-D5-5538-01A

60 years, female, white, stage:iiib

11.2

TCGA-AA-3532-01A

63 years, male, stage:iia

11.0

TCGA-AA-3977-01A

65 years, male

11.0

TCGA-AY-5543-01A

65 years, female, black or african american, stage:iva

10.9

TCGA-AA-3713-01A

68 years, male, stage:iv

10.9

TCGA-AA-3952-01A

68 years, male, stage:iiic

10.8

TCGA-AA-3522-01A

67 years, male, stage:iia

10.8

TCGA-CA-6716-01A

65 years, male, asian, stage:iia

10.8

TCGA-AA-3968-01A

55 years, female, stage:i

10.6

TCGA-A6-A567-01A

56 years, male, black or african american, stage:iv

10.5

TCGA-DM-A288-01A

68 years, male, white, stage:iiic

10.5

TCGA-CM-6680-01A

78 years, female, white, stage:iiib

10.4

TCGA-CM-6675-01A

35 years, male, black or african american, stage:ivb

10.3

TCGA-CM-6165-01A

74 years, male, white, stage:iia

10.3

TCGA-QG-A5Z1-01A

71 years, male, black or african american, stage:iiib

10.2

TCGA-AA-3680-01A

67 years, female, stage:iv

10.2

TCGA-AA-3844-01A

78 years, female, stage:iiic

10.2

TCGA-AA-3955-01A

38 years, male, stage:iiib

10.2

TCGA-AA-3950-01A

79 years, female, stage:iia

10.1

TCGA-AA-3972-01A

72 years, male, stage:iv

10.0

TCGA-CK-5914-01A

81 years, male, white, stage:iiib

10.0

TCGA-G4-6310-01A

69 years, male, white, stage:iiib

9.9

TCGA-CM-5864-01A

60 years, male, white, stage:i

9.8

TCGA-CK-5912-01A

82 years, male, white, stage:i

9.8

TCGA-AA-3980-01A

89 years, female, stage:i

9.6

TCGA-AA-3509-01A

54 years, female, stage:ii

9.6

TCGA-A6-5662-01A

46 years, male, white, stage:iva

9.4

TCGA-CM-5862-01A

80 years, male, white, stage:iva

9.4

TCGA-DM-A28M-01A

63 years, male, white, stage:iia

9.3

TCGA-AA-3663-01A

42 years, male, stage:ii

9.3

TCGA-AA-3861-01A

72 years, male, stage:iia

9.3

TCGA-A6-6137-01A

55 years, male, white, stage:iiib

9.3

TCGA-D5-6541-01A

49 years, male, white, stage:iia

9.3

TCGA-AA-3675-01A

84 years, male, stage:ii

9.2

TCGA-A6-4107-01A

57 years, female, white, stage:iiib

9.1

TCGA-AZ-5403-01A

43 years, male, white, stage:ii

9.1

TCGA-CM-6161-01A

36 years, female, white, stage:i

9.1

TCGA-A6-6653-01A

82 years, male, white, stage:i

9.1

TCGA-D5-5539-01A

60 years, male, white, stage:iiia

9.0

TCGA-AA-3864-01A

71 years, male, stage:ii

9.0

TCGA-AZ-4682-01B

61 years, male, white, stage:iva

9.0

TCGA-AA-3697-01A

77 years, male, stage:ii

9.0

TCGA-AA-3655-01A

68 years, male, stage:ii

8.9

TCGA-AA-3973-01A

69 years, male, stage:iv

8.9

TCGA-AA-3556-01A

78 years, male, stage:i

8.9

TCGA-SS-A7HO-01A

44 years, female, black or african american, stage:iib

8.8

TCGA-AA-A00A-01A

80 years, male, stage:iia

8.8

TCGA-DM-A28C-01A

74 years, male, white, stage:iia

8.8

TCGA-AZ-6599-01A

72 years, male, white, stage:i

8.7

TCGA-G4-6297-01A

55 years, female, white, stage:iv

8.6

TCGA-AA-3534-01A

78 years, female, stage:iia

8.6

TCGA-AA-3976-01A

70 years, male, stage:iiia

8.5

TCGA-G4-6315-01A

66 years, male, white, stage:iv

8.5

TCGA-AA-3664-01A

74 years, female, stage:ii

8.5

TCGA-CM-5861-01A

63 years, female, white, stage:iia

8.4

TCGA-AA-3956-01A

65 years, male, stage:iia

8.4

TCGA-F4-6807-01A

51 years, female, white, stage:iiic

8.4

TCGA-AU-3779-01A

80 years, female, white, stage:iia

8.4

TCGA-AA-3982-01A

75 years, male, stage:iiib

8.3

TCGA-A6-6138-01A

61 years, male, white, stage:i

8.2

TCGA-QG-A5Z2-01A

61 years, male, black or african american, stage:i

8.2

TCGA-AA-3496-01A

83 years, female, stage:ii

8.2

TCGA-F4-6856-01A

45 years, male, white, stage:i

8.2

TCGA-D5-6926-01A

65 years, male, white, stage:iiib

8.2

TCGA-CM-6163-01A

74 years, male, white, stage:i

8.2

TCGA-A6-5660-01A

73 years, male, black or african american, stage:iiic

8.2

TCGA-CM-6169-01A

67 years, male, black or african american, stage:iia

8.1

TCGA-F4-6806-01A

59 years, female, white, stage:i

8.1

TCGA-AA-3524-01A

85 years, male, stage:ii

8.0

TCGA-F4-6461-01A

41 years, female, white, stage:iiic

8.0

TCGA-NH-A50V-01A

69 years, male, black or african american, stage:iiib

8.0

TCGA-G4-6627-01A

84 years, male, white, stage:iia

8.0

TCGA-D5-6924-01A

68 years, male, white, stage:iia

7.9

TCGA-CM-5863-01A

60 years, female, white, stage:iiib

7.9

TCGA-AA-3688-01A

80 years, male, stage:iv

7.8

TCGA-A6-6142-01A

56 years, female, white, stage:iva

7.8

TCGA-D5-6929-01A

49 years, female, white, stage:iv

7.8

TCGA-AA-3854-01A

71 years, female, stage:i

7.8

TCGA-CM-6168-01A

84 years, female, black or african american, stage:iia

7.8

TCGA-CM-5349-01A

68 years, female, white, stage:iia

7.8

TCGA-CM-6162-01A

48 years, female, white, stage:iiib

7.8

TCGA-D5-5541-01A

63 years, male, white, stage:iiib

7.7

TCGA-DM-A1D9-01A

67 years, female, white, stage:iia

7.7

TCGA-DM-A28G-01A

75 years, male, white, stage:iia

7.7

TCGA-CM-6167-01A

57 years, female, black or african american, stage:iiic

7.7

TCGA-AA-3877-01A

83 years, female, stage:i

7.7

TCGA-AA-3679-01A

59 years, male, stage:iv

7.7

TCGA-CM-6171-01A

77 years, female, white, stage:i

7.7

TCGA-AA-3821-01A

81 years, female, stage:i

7.6

TCGA-G4-6311-01A

80 years, male, white, stage:iii

7.6

TCGA-A6-6652-01A

59 years, male, black or african american, stage:iva

7.6

TCGA-D5-6920-01A

77 years, female, white, stage:iia

7.6

TCGA-AA-3815-01A

65 years, female, stage:iia

7.6

TCGA-A6-A565-01A

34 years, female, black or african american, stage:iiic

7.6

TCGA-AA-3811-01A

84 years, female, stage:iii

7.6

TCGA-CK-4947-01B

46 years, female, white, stage:iiib

7.6

TCGA-F4-6854-01A

77 years, female, white, stage:iia

7.5

TCGA-AA-A00J-01A

80 years, male, stage:iiib

7.5

TCGA-DM-A28F-01A

73 years, male, white, stage:iiib

7.5

TCGA-DM-A1D8-01A

50 years, female, white

7.5

TCGA-DM-A28H-01A

50 years, male, white, stage:iiic

7.5

TCGA-AA-3696-01A

75 years, female, stage:iv

7.5

TCGA-CA-6715-01A

63 years, male, asian, stage:iiib

7.5

TCGA-CK-5913-01A

58 years, female, white, stage:iia

7.4

TCGA-AZ-4615-01A

84 years, male, white, stage:iiib

7.4

TCGA-A6-2675-01A

78 years, male, white, stage:iia

7.4

TCGA-4T-AA8H-01A

42 years, female, black or african american, stage:iia

7.4

TCGA-AZ-5407-01A

51 years, female, white, stage:i

7.4

TCGA-CA-6719-01A

77 years, male, asian, stage:iia

7.3

TCGA-G4-6303-01A

54 years, female, white, stage:iv

7.3

TCGA-G4-6322-01A

65 years, male, white, stage:iiib

7.3

TCGA-AZ-6606-01A

81 years, male, white, stage:iv

7.3

TCGA-AA-3520-01A

86 years, female, stage:ii

7.3

TCGA-A6-3807-01A

53 years, female, white, stage:iiic

7.2

TCGA-CK-6748-01A

45 years, female, white, stage:iv

7.2

TCGA-G4-6314-01A

76 years, female, white, stage:iv

7.2

TCGA-D5-6928-01A

80 years, male, white, stage:iia

7.2

TCGA-CA-6718-01A

46 years, male, asian, stage:iia

7.1

TCGA-CM-4752-01A

58 years, male, black or african american, stage:iia

7.1

TCGA-A6-5665-01A

84 years, female, white, stage:iia

7.1

TCGA-A6-6141-01A

31 years, male, black or african american, stage:iia

7.1

TCGA-QG-A5YV-01A

64 years, female, black or african american, stage:iiic

7.1

TCGA-CA-5256-01A

54 years, female, asian, stage:iia

7.0

TCGA-AA-3949-01A

87 years, female, stage:iiib

7.0

TCGA-CM-6679-01A

58 years, male, white, stage:iia

7.0

TCGA-CK-4951-01A

79 years, female, white, stage:iia

7.0

TCGA-AA-3666-01A

68 years, male, stage:iii

7.0

TCGA-AA-3971-01A

58 years, male, stage:iii

7.0

TCGA-AA-3489-01A

75 years, male, stage:ii

7.0

TCGA-AY-A69D-01A

55 years, female, black or african american, stage:iia

7.0

TCGA-F4-6855-01A

70 years, female, white, stage:iia

7.0

TCGA-DM-A285-01A

71 years, female, white, stage:iv

7.0

TCGA-AA-3860-01A

53 years, female, stage:iiib

6.9

TCGA-AA-3526-01A

57 years, male, stage:i

6.9

TCGA-CA-6717-01A

57 years, male, asian, stage:iia

6.9

TCGA-QL-A97D-01A

84 years, female, black or african american, stage:i

6.9

TCGA-AD-6964-01A

58 years, male, white

6.9

TCGA-DM-A28E-01A

72 years, female, white, stage:iia

6.9

TCGA-AA-3851-01A

74 years, male, stage:iia

6.8

TCGA-DM-A1D7-01A

82 years, male, white, stage:iia

6.8

TCGA-AA-3525-01A

90 years, male, stage:iiib

6.8

TCGA-G4-6323-01A

50 years, male, black or african american, stage:ia

6.8

TCGA-AA-3875-01A

78 years, female, stage:i

6.8

TCGA-DM-A280-01A

70 years, female, white, stage:iia

6.8

TCGA-AY-6386-01A

66 years, female, black or african american, stage:iiib

6.8

TCGA-D5-6536-01A

73 years, male, white, stage:iia

6.8

TCGA-A6-5661-01A

80 years, female, black or african american, stage:iia

6.7

TCGA-QG-A5YX-01A

61 years, female, black or african american, stage:iia

6.7

TCGA-G4-6295-01A

70 years, female, white, stage:ii

6.7

TCGA-A6-A5ZU-01A

59 years, male, black or african american, stage:iiib

6.7

TCGA-F4-6460-01A

51 years, female, white, stage:iiib

6.7

TCGA-AA-3831-01A

66 years, male, stage:iia

6.7

TCGA-AA-3511-01A

64 years, male, stage:ii

6.7

TCGA-NH-A50U-01A

42 years, male, black or african american, stage:iva

6.7

TCGA-AY-A71X-01A

54 years, female, black or african american, stage:i

6.6

TCGA-G4-6625-01A

77 years, female, white, stage:iia

6.6

TCGA-CA-5797-01A

56 years, male, asian, stage:iia

6.6

TCGA-AA-3939-01A

83 years, male, stage:iia

6.6

TCGA-AA-3538-01A

54 years, female, stage:i

6.6

TCGA-A6-A56B-01A

57 years, male, black or african american, stage:iiib

6.6

TCGA-AA-3941-01A

84 years, female, stage:iva

6.6

TCGA-D5-6532-01A

61 years, male, white, stage:iia

6.6

TCGA-CM-5860-01A

44 years, male, white, stage:iia

6.6

TCGA-4N-A93T-01A

67 years, male, black or african american, stage:iiib

6.5

TCGA-A6-3808-01A

73 years, male, white, stage:iia

6.5

TCGA-G4-6302-01A

90 years, female, white, stage:iia

6.5

TCGA-DM-A28A-01A

78 years, male, white, stage:iiic

6.5

TCGA-DM-A0XF-01A

68 years, female, white, stage:iiic

6.5

TCGA-AZ-6598-01A

77 years, female, white, stage:ii

6.4

TCGA-NH-A8F8-01A

79 years, male, black or african american, stage:iv

6.4

TCGA-AA-A00E-01A

65 years, male, stage:iia

6.4

TCGA-NH-A8F7-01A

53 years, female, black or african american, stage:iia

6.4

TCGA-5M-AAT4-01A

74 years, male, black or african american, stage:iv

6.4

TCGA-AA-A024-01A

81 years, male, stage:ii

6.4

TCGA-AA-3818-01A

78 years, female, stage:iia

6.3

TCGA-AA-A02W-01A

73 years, female, stage:i

6.3

TCGA-AZ-6600-01A

64 years, male, black or african american, stage:iv

6.3

TCGA-3L-AA1B-01A

61 years, female, black or african american, stage:i

6.3

TCGA-AA-3692-01A

47 years, female, stage:iv

6.3

TCGA-AA-A00L-01A

66 years, male, stage:iia

6.3

TCGA-AA-3660-01A

51 years, female, stage:ii

6.3

TCGA-F4-6805-01A

58 years, female, white, stage:iia

6.3

TCGA-DM-A1HB-01A

75 years, male, white, stage:iiib

6.3

TCGA-AA-A01F-01A

72 years, male, stage:iiib

6.3

TCGA-DM-A1D4-01A

80 years, male, white, stage:iia

6.2

TCGA-AY-4071-01A

63 years, female, white, stage:i

6.2

TCGA-G4-6626-01A

90 years, male, white, stage:iia

6.2

TCGA-D5-6922-01A

76 years, male, white, stage:iiia

6.2

TCGA-CM-6164-01A

46 years, female, white, stage:iia

6.2

TCGA-DM-A1D0-01A

79 years, female, white, stage:iia

6.2

TCGA-CM-6676-01A

82 years, male, white, stage:i

6.2

TCGA-AA-3519-01A

63 years, male, stage:iii

6.2

TCGA-A6-6782-01A

82 years, male, white, stage:iib

6.2

TCGA-DM-A282-01A

61 years, female, white, stage:iia

6.1

TCGA-CM-5348-01A

72 years, male, white, stage:iiib

6.1

TCGA-A6-5667-01A

40 years, female, white, stage:iiib

6.1

TCGA-A6-6651-01A

55 years, female, white, stage:iiib

6.1

TCGA-AA-3819-01A

41 years, female, stage:iia

6.1

TCGA-DM-A1D6-01A

88 years, male, white, stage:iia

6.1

TCGA-DM-A1HA-01A

82 years, male, white, stage:iiic

6.0

TCGA-QG-A5YW-01A

55 years, female, black or african american, stage:iiic

6.0

TCGA-AA-3662-01A

80 years, female, stage:iv

6.0

TCGA-AA-3678-01A

60 years, female, stage:iii

6.0

TCGA-AD-6901-01A

78 years, male, white

6.0

TCGA-AA-3516-01A

74 years, female, stage:iii

6.0

TCGA-NH-A6GC-01A

66 years, female, black or african american, stage:ivb

6.0

TCGA-CK-6747-01A

87 years, female, white, stage:iia

6.0

TCGA-F4-6459-01A

61 years, female, white, stage:iiib

6.0

TCGA-A6-4105-01A

79 years, male, white, stage:iia

5.9

TCGA-RU-A8FL-01A

51 years, male, black or african american, stage:iiib

5.9

TCGA-F4-6809-01A

52 years, female, white, stage:iva

5.9

TCGA-AA-A00W-01A

80 years, male, stage:i

5.9

TCGA-G4-6588-01A

58 years, female, white, stage:iia

5.9

TCGA-AA-3552-01A

85 years, male, stage:iiic

5.9

TCGA-AD-6889-01A

male, asian, stage:iia

5.9

TCGA-5M-AATE-01A

76 years, male, black or african american, stage:iia

5.9

TCGA-AA-3989-01A

84 years, male, stage:iv

5.9

TCGA-D5-6898-01A

51 years, female, white, stage:i

5.8

TCGA-AA-A00N-01A

75 years, male, stage:iib

5.8

TCGA-A6-6654-01A

65 years, female, white, stage:iiib

5.8

TCGA-AD-A5EK-01A

51 years, male, black or african american, stage:i

5.8

TCGA-G4-6293-01A

49 years, female, white, stage:iii

5.8

TCGA-D5-7000-01A

79 years, female, white, stage:i

5.8

TCGA-AY-6196-01A

47 years, male, white, stage:iiic

5.8

TCGA-AA-3673-01A

53 years, female, stage:ii

5.8

TCGA-AA-A02Y-01A

73 years, male, stage:i

5.8

TCGA-AA-3555-01A

81 years, female, stage:iia

5.8

TCGA-A6-2674-01A

72 years, male, white, stage:iv

5.8

TCGA-AA-3930-01A

66 years, male, stage:iv

5.7

TCGA-AA-A00Q-01A

66 years, female, stage:iiib

5.7

TCGA-AA-3562-01A

82 years, male, stage:iiic

5.7

TCGA-A6-5664-01A

80 years, male, black or african american, stage:iiic

5.7

TCGA-A6-6780-01A

74 years, male, white, stage:iia

5.7

TCGA-AD-6899-01A

84 years, male, white, stage:iiic

5.7

TCGA-AU-6004-01A

69 years, female, white, stage:i

5.7

TCGA-A6-6649-01A

66 years, male, white, stage:iiib

5.7

TCGA-A6-6140-01A

62 years, male, white, stage:iia

5.7

TCGA-AY-A8YK-01A

44 years, male, black or african american, stage:iva

5.7

TCGA-AA-3994-01A

69 years, male, stage:iiib

5.6

TCGA-AZ-6603-01A

77 years, female, white

5.6

TCGA-CK-6751-01A

88 years, female, white, stage:i

5.6

TCGA-D5-5537-01A

83 years, male, white

5.6

TCGA-NH-A5IV-01A

90 years, female, black or african american, stage:iia

5.6

TCGA-AA-A02E-01A

82 years, female, stage:iv

5.6

TCGA-AZ-6601-01A

68 years, male, white, stage:ii

5.6

TCGA-A6-3809-01A

71 years, female, white, stage:iib

5.6

TCGA-AA-3518-01A

81 years, female, stage:iia

5.6

TCGA-F4-6570-01A

78 years, female, white, stage:iia

5.5

TCGA-AA-3553-01A

61 years, female, stage:i

5.5

TCGA-CM-5868-01A

59 years, female, white, stage:iva

5.5

TCGA-D5-6534-01A

62 years, female, white, stage:iia

5.4

TCGA-AA-A00Z-01A

70 years, male, stage:iia

5.4

TCGA-T9-A92H-01A

82 years, male, black or african american, stage:iia

5.4

TCGA-D5-6529-01A

69 years, male, white, stage:iia

5.4

TCGA-A6-2680-01A

72 years, female, black or african american, stage:ii

5.4

TCGA-D5-6927-01A

34 years, male, white, stage:iia

5.4

TCGA-D5-6530-01A

53 years, male, white, stage:i

5.4

TCGA-D5-6931-01A

77 years, male, white, stage:iiic

5.4

TCGA-D5-6932-01A

69 years, male, white, stage:iia

5.4

TCGA-AA-A02K-01A

50 years, male, stage:iv

5.3

TCGA-CM-6678-01A

63 years, female, white, stage:iva

5.3

TCGA-CM-6677-01A

75 years, female, white, stage:iia

5.3

TCGA-AA-3685-01A

69 years, male, stage:ii

5.3

TCGA-AA-3494-01A

55 years, male, stage:iv

5.3

TCGA-NH-A6GA-01A

58 years, male, black or african american, stage:iiic

5.3

TCGA-G4-6317-01A

51 years, female, white, stage:iiic

5.2

TCGA-AA-3986-01A

73 years, male, stage:i

5.2

TCGA-AA-3681-01A

77 years, female, stage:iii

5.2

TCGA-AZ-4684-01A

50 years, male, white, stage:iva

5.2

TCGA-AA-3492-01A

90 years, female, stage:ii

5.1

TCGA-AA-3867-01A

74 years, male, stage:iv

5.1

TCGA-CM-6674-01A

39 years, male, white, stage:iia

5.1

TCGA-D5-6930-01A

67 years, male, white, stage:iia

5.1

TCGA-AA-A02J-01A

70 years, female, stage:iv

5.1

TCGA-G4-6320-01A

73 years, male, white, stage:iii

5.1

TCGA-A6-2676-01A

75 years, female, white, stage:iib

5.0

TCGA-CM-5344-01A

39 years, female, white, stage:iiib

5.0

TCGA-AZ-4315-01A

61 years, male, white, stage:iia

5.0

TCGA-AA-3517-01A

60 years, male, stage:iia

5.0

TCGA-AA-3549-01A

69 years, male, stage:i

5.0

TCGA-AD-6963-01A

58 years, male, white

5.0

TCGA-AA-3554-01A

62 years, female, stage:iia

5.0

TCGA-AA-3856-01A

59 years, male, stage:iia

5.0

TCGA-AM-5821-01A

68 years, female, white, stage:iia

5.0

TCGA-G4-6304-01A

66 years, female, white, stage:iib

5.0

TCGA-AA-A017-01A

57 years, female, stage:iia

5.0

TCGA-AA-A02F-01A

68 years, female, stage:iv

4.9

TCGA-AZ-6605-01A

78 years, male, white, stage:iiib

4.9

TCGA-AA-3495-01A

79 years, male, stage:i

4.9

TCGA-AD-6965-01A

62 years, male, white, stage:iiic

4.9

TCGA-CM-6166-01A

48 years, female, white, stage:i

4.9

TCGA-AA-A00F-01A

66 years, male, stage:iiic

4.9

TCGA-CM-4751-01A

62 years, male, white, stage:iiib

4.8

TCGA-D5-6538-01A

79 years, female, white, stage:iiib

4.8

TCGA-AA-3543-01A

84 years, male, stage:i

4.8

TCGA-G4-6309-01A

40 years, female, black or african american, stage:iiib

4.8

TCGA-AD-6548-01A

81 years, female, white, stage:i

4.7

TCGA-A6-5657-01A

65 years, male, black or african american, stage:iiib

4.7

TCGA-F4-6463-01A

51 years, male, white, stage:iia

4.7

TCGA-CK-4950-01A

68 years, female, black or african american, stage:iiib

4.7

TCGA-AY-6197-01A

60 years, male, white, stage:iia

4.7

TCGA-CM-4743-01A

69 years, male, white, stage:iia

4.6

TCGA-AA-3833-01A

63 years, female, stage:iia

4.6

TCGA-AA-3966-01A

89 years, female, stage:iia

4.6

TCGA-D5-6540-01A

66 years, male, white, stage:i

4.6

TCGA-AA-3837-01A

67 years, male, stage:iia

4.5

TCGA-G4-6299-01A

69 years, male, white, stage:iiic

4.5

TCGA-F4-6808-01A

54 years, female, white, stage:i

4.5

TCGA-D5-6537-01A

64 years, male, white, stage:iiib

4.5

TCGA-G4-6586-01A

74 years, female, white, stage:iia

4.5

TCGA-DM-A28K-01A

75 years, male, white, stage:iia

4.4

TCGA-AD-6895-01A

84 years, male, white, stage:iiib

4.4

TCGA-D5-6923-01A

57 years, male, white, stage:i

4.3

TCGA-AY-4070-01A

51 years, female, black or african american, stage:iiic

4.3

TCGA-AA-3502-01A

73 years, male, stage:i

4.3

TCGA-AA-A00U-01A

50 years, male, stage:iiib

4.3

TCGA-DM-A0X9-01A

71 years, female, white, stage:iia

4.3

TCGA-A6-2672-01B

82 years, female, white, stage:iiib

4.2

TCGA-AA-3510-01A

70 years, male, stage:ii

4.1

TCGA-F4-6703-01A

64 years, male, white, stage:iia

4.1

TCGA-CM-4746-01A

61 years, male, black or african american, stage:i

4.0

TCGA-NH-A50T-01A

68 years, female, black or african american, stage:iia

4.0

TCGA-F4-6569-01A

60 years, male, white, stage:i

4.0

TCGA-AZ-4323-01A

37 years, male, white, stage:iv

4.0

TCGA-AA-3855-01A

72 years, male, stage:i

4.0

TCGA-G4-6298-01A

90 years, male, black or african american, stage:iiib

3.9

TCGA-AA-3548-01A

71 years, female, stage:iiic

3.9

TCGA-A6-2686-01A

81 years, female, white, stage:iia

3.9

TCGA-AA-A010-01A

46 years, female, stage:iib

3.9

TCGA-AA-A01Q-01A

48 years, female, stage:ii

3.9

TCGA-CM-5341-01A

82 years, female, white, stage:iiia

3.9

TCGA-G4-6628-01A

78 years, male, white, stage:i

3.9

TCGA-A6-2685-01A

48 years, female, black or african american, stage:iia

3.9

TCGA-AA-3488-01A

58 years, male, stage:iv

3.9

TCGA-AZ-4616-01A

82 years, female, white, stage:iv

3.9

TCGA-AD-6890-01A

65 years, male, white

3.9

TCGA-A6-2681-01A

73 years, female, white, stage:iia

3.8

TCGA-DM-A1DB-01A

68 years, male, white, stage:iia

3.8

TCGA-AZ-6608-01A

55 years, female, white, stage:iiia

3.8

TCGA-CA-5255-01A

45 years, male, asian, stage:iia

3.8

TCGA-AA-A01X-01A

80 years, female, stage:iii

3.7

TCGA-A6-2682-01A

70 years, male, white, stage:iv

3.7

TCGA-DM-A1DA-01A

71 years, female, white, stage:iiic

3.7

TCGA-AA-3975-01A

80 years, male, stage:i

3.7

TCGA-AA-3531-01A

75 years, female, stage:iia

3.7

TCGA-CM-4750-01A

34 years, female, white, stage:iiia

3.6

TCGA-AA-A01G-01A

63 years, male, stage:iia

3.6

TCGA-AA-3560-01A

72 years, female, stage:iiic

3.5

TCGA-AA-A01K-01A

74 years, female, stage:iiic

3.3

TCGA-AA-A02H-01A

74 years, female, stage:iv

3.3

TCGA-CK-4948-01B

45 years, female, white, stage:iii

3.3

TCGA-AD-6888-01A

73 years, male, white, stage:iiib

3.3

TCGA-5M-AAT6-01A

40 years, female, black or african american, stage:iv

3.3

TCGA-DM-A0XD-01A

65 years, male, white, stage:iia

3.3

TCGA-AA-A01C-01A

75 years, male, stage:iiia

3.3

TCGA-AA-A00K-01A

79 years, male, stage:iia

3.2

TCGA-A6-2671-01A

85 years, male, white, stage:iv

3.2

TCGA-G4-6307-01A

37 years, female, white, stage:iiib

3.2

TCGA-A6-A566-01A

55 years, female, black or african american, stage:iiib

3.1

TCGA-AA-A01P-01A

80 years, female, stage:iii

3.0

TCGA-AZ-4313-01A

51 years, female, white, stage:i

3.0

TCGA-AD-5900-01A

67 years, male, white, stage:i

3.0

TCGA-AA-A02R-01A

84 years, female, stage:iia

3.0

TCGA-AA-3858-01A

67 years, male, stage:i

3.0

TCGA-CK-4952-01A

48 years, female, white, stage:iiic

3.0

TCGA-WS-AB45-01A

female, black or african american, stage:iia

2.9

TCGA-NH-A6GB-01A

71 years, female, black or african american, stage:iiic

2.9

TCGA-AA-A01V-01A

59 years, male, stage:i

2.9

TCGA-CM-4748-01A

53 years, male, white, stage:iiib

2.8

TCGA-AA-A01S-01A

47 years, female, stage:iii

2.7

TCGA-AZ-4614-01A

71 years, female, white, stage:iva

2.7

TCGA-D5-6531-01A

75 years, male, white, stage:iia

2.7

TCGA-AA-A01Z-01A

68 years, male, stage:ii

2.6

TCGA-AA-3710-01A

80 years, female, stage:iia

2.5

TCGA-AA-A029-01A

67 years, male, stage:ii

2.5

TCGA-AA-A01D-01A

47 years, female, stage:iiic

2.5

TCGA-AA-3812-01A

82 years, female, stage:iia

2.4

TCGA-AA-A00R-01A

64 years, female, stage:i

2.3

TCGA-AA-3848-01A

82 years, female, stage:iiic

2.3

TCGA-AA-3544-01A

68 years, male, stage:i

2.3

TCGA-CM-4747-01A

47 years, male, white, stage:iva

2.3

TCGA-F4-6704-01A

60 years, male, american indian or alaska native, stage:iiic

2.2

TCGA-CM-4744-01A

69 years, male, white, stage:i

2.2

TCGA-A6-2679-01A

73 years, female, white, stage:iib

2.1

TCGA-AZ-6607-01A

69 years, male, white, stage:iv

2.1

TCGA-AA-A00D-01A

70 years, male, stage:i

2.1

TCGA-AA-3842-01A

51 years, male, stage:iiia

2.1

TCGA-AA-A03J-01A

65 years, female, stage:i

1.9

TCGA-AA-3672-01A

90 years, female, stage:iii

1.8

TCGA-A6-2683-01A

57 years, female, white, stage:iv

1.8

TCGA-AA-3506-01A

77 years, male, stage:i

1.8

TCGA-AA-A02O-01A

82 years, male, stage:ii

1.7

TCGA-AA-A01R-01A

47 years, male, stage:iii

1.6

TCGA-CA-5254-01A

42 years, female, asian, stage:iia

1.5

TCGA-AA-A01T-01A

63 years, female, stage:iii

1.4

TCGA-AA-3841-01A

66 years, male, stage:iia

1.4

TCGA-AA-3870-01A

71 years, female, stage:iv

1.3

TCGA-AA-A004-01A

76 years, male, stage:iia

1.3

TCGA-AA-3514-01A

81 years, female, stage:i

1.2

TCGA-AA-3715-01A

77 years, male, stage:ii

1.2

TCGA-AZ-4308-01A

47 years, female, white, stage:iiib

1.2

TCGA-AA-A03F-01A

90 years, female, stage:iii

1.1

TCGA-AA-3542-01A

69 years, male, stage:iiic

1.1

TCGA-G4-6306-01A

71 years, male, white

1.0

TCGA-AA-3667-01A

36 years, female, stage:i

1.0

Show all

Best separation

Median separation

Expression cutoff

5.2 FPKM

6.1 FPKM

5-year survival highi

5-year survival for patients with higher expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

61%

53%

5-year survival lowi

5-year survival for patients with lower expression than the expression cutoff.

The Scatter Survival plot shows the clinical status for all individuals in the patient cohort, based on the same data as in the Kaplan-Meier plots. Living patients are shown in blue and deceased patients in red. The x-axis shows the expression levels (FPKM) of the investigated gene at the time of diagnosis and the y-axis shows the number of years of survival (living years) after the diagnosis.

Individual patient data is displayed in an interactive plot and can be filtered by clicking on one or several category buttons to the left. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be changed to "x linear" by clicking on the "x log" button on the left. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

Stage:

TCGA RNA samplesi

RNA-seq data is reported as median FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .

Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.

Average FPKM

6.5

Number of samples

159

Samples

Sample

Description

FPKM

TCGA-AG-4021-01A

84 years, female, stage:iv

51.1

TCGA-DC-6682-01A

57 years, male, white, stage:iia

13.4

TCGA-DC-6160-01A

68 years, male, white, stage:i

13.2

TCGA-AG-3725-01A

90 years, female, stage:iii

13.2

TCGA-DC-5869-01A

62 years, female, black or african american, stage:iiib

12.8

TCGA-EF-5831-01A

72 years, male, white, stage:iia

12.6

TCGA-EI-6884-01A

71 years, male, white, stage:iiia

12.2

TCGA-AG-3591-01A

66 years, female, stage:iia

12.1

TCGA-AG-A002-01A

35 years, male, stage:i

12.0

TCGA-EI-6882-01A

59 years, male, white, stage:iia

11.8

TCGA-AH-6903-01A

46 years, male, white, stage:iiib

11.7

TCGA-DC-6156-01A

62 years, male, white, stage:iva

11.7

TCGA-DC-6157-01A

48 years, male, black or african american, stage:i

11.2

TCGA-EI-6881-01A

60 years, male, white, stage:iiia

10.8

TCGA-G5-6641-01A

67 years, male, white, stage:iiia

10.7

TCGA-G5-6235-01A

72 years, male, white, stage:iiib

10.7

TCGA-AH-6547-01A

79 years, female, white

10.7

TCGA-G5-6572-01A

56 years, male, white

10.4

TCGA-F5-6465-01A

64 years, female, white, stage:iia

10.3

TCGA-DC-6154-01A

57 years, female, white, stage:iva

9.9

TCGA-EI-6506-01A

78 years, female, white, stage:iia

9.7

TCGA-AG-4022-01A

59 years, female, stage:ii

9.6

TCGA-EI-6514-01A

59 years, female, white, stage:iia

9.3

TCGA-AH-6643-01A

50 years, male, white, stage:iiic

9.3

TCGA-AF-6136-01A

72 years, female, white, stage:iiib

9.1

TCGA-DC-6683-01A

43 years, male, white, stage:iiib

8.9

TCGA-AG-3583-01A

66 years, male, stage:iv

8.9

TCGA-AH-6544-01A

60 years, male, white

8.8

TCGA-AF-2693-01A

75 years, male, white, stage:i

8.7

TCGA-F5-6813-01A

70 years, male, white, stage:iiic

8.7

TCGA-CI-6623-01B

44 years, male, white, stage:i

8.7

TCGA-EI-6508-01A

48 years, female, white, stage:iiib

8.5

TCGA-AG-3582-01A

75 years, male, stage:iv

8.5

TCGA-CI-6624-01C

53 years, female, white, stage:i

8.5

TCGA-BM-6198-01A

73 years, male, white, stage:iiib

8.4

TCGA-AG-3742-01A

85 years, female, stage:i

8.2

TCGA-EI-6511-01A

52 years, male, white, stage:iiib

8.2

TCGA-AG-3732-01A

78 years, female, stage:i

8.2

TCGA-EI-6510-01A

77 years, female, white

8.1

TCGA-DC-5337-01A

69 years, male, white, stage:i

7.9

TCGA-AF-3911-01A

48 years, male, white, stage:iiic

7.9

TCGA-AF-2687-01A

57 years, male, white, stage:iiic

7.8

TCGA-AF-A56N-01A

47 years, female, black or african american, stage:iia

7.7

TCGA-AG-3592-01A

68 years, male, stage:iia

7.7

TCGA-DC-4745-01A

49 years, female, white, stage:iiib

7.7

TCGA-EI-7002-01A

58 years, male, white, stage:iv

7.7

TCGA-AG-3584-01A

60 years, male, stage:iv

7.7

TCGA-DY-A1DG-01A

75 years, male, white, stage:iva

7.6

TCGA-AF-4110-01A

77 years, male, white, stage:iva

7.6

TCGA-F5-6861-01A

60 years, female, white, stage:iia

7.6

TCGA-AH-6897-01A

48 years, male, white, stage:i

7.6

TCGA-F5-6812-01A

67 years, male, white, stage:iia

7.5

TCGA-DY-A1DE-01A

56 years, female, white, stage:iia

7.3

TCGA-F5-6571-01A

62 years, female, white, stage:iia

7.3

TCGA-AF-3913-01A

60 years, male, black or african american, stage:iv

7.2

TCGA-AF-2691-01A

48 years, female, white, stage:i

7.2

TCGA-DY-A0XA-01A

57 years, female, white, stage:iia

7.2

TCGA-AF-6672-01A

43 years, male, white, stage:iv

7.2

TCGA-AH-6549-01A

66 years, male, white

7.1

TCGA-F5-6811-01A

72 years, female, white, stage:iia

7.0

TCGA-AG-3593-01A

72 years, female, stage:iia

7.0

TCGA-CI-6622-01A

74 years, male, white, stage:iib

6.8

TCGA-AG-A015-01A

64 years, female, stage:i

6.8

TCGA-CI-6621-01A

63 years, male, white, stage:iiib

6.8

TCGA-AF-5654-01A

73 years, female, white, stage:i

6.8

TCGA-EF-5830-01A

54 years, male, white, stage:iib

6.8

TCGA-AG-3901-01A

67 years, female, stage:iiib

6.7

TCGA-DC-6158-01A

70 years, male, white, stage:i

6.7

TCGA-AG-3896-01A

85 years, female, stage:i

6.6

TCGA-AG-3580-01A

67 years, male, stage:i

6.6

TCGA-AF-6655-01A

66 years, male, white, stage:iiia

6.6

TCGA-AG-3587-01A

65 years, male, stage:i

6.5

TCGA-AG-3893-01A

74 years, male, stage:iiib

6.5

TCGA-CL-4957-01A

79 years, female

6.4

TCGA-F5-6864-01A

74 years, female, white, stage:iiib

6.4

TCGA-EI-6513-01A

59 years, male, white, stage:iiib

6.3

TCGA-AG-3575-01A

51 years, male, stage:ii

6.2

TCGA-AG-3574-01A

89 years, female, stage:ii

6.2

TCGA-AG-3611-01A

72 years, male, stage:iia

6.2

TCGA-DC-6681-01A

70 years, female, white, stage:iva

6.1

TCGA-AG-4008-01A

63 years, male, stage:iia

6.0

TCGA-F5-6464-01A

77 years, female, white, stage:iiic

6.0

TCGA-DC-4749-01A

57 years, male, white, stage:i

5.8

TCGA-CL-5918-01A

90 years, female, white, stage:iia

5.8

TCGA-EI-7004-01A

37 years, female, white

5.7

TCGA-AG-3731-01A

65 years, male, stage:iv

5.6

TCGA-AG-3892-01A

57 years, female, stage:i

5.5

TCGA-F5-6702-01A

71 years, male, white, stage:iva

5.5

TCGA-AG-3600-01A

62 years, male, stage:iiic

5.5

TCGA-EI-6885-01A

57 years, female, white, stage:iv

5.5

TCGA-AG-A02N-01A

67 years, male, stage:ii

5.5

TCGA-AG-A036-01A

71 years, male, stage:iii

5.4

TCGA-CI-6619-01B

41 years, male, white, stage:iv

5.4

TCGA-AG-3898-01A

61 years, male, stage:iia

5.4

TCGA-AG-3598-01A

69 years, male, stage:iia

5.4

TCGA-F5-6814-01A

57 years, male, white, stage:iia

5.3

TCGA-AG-A032-01A

68 years, male, stage:iiib

5.3

TCGA-DY-A1DC-01A

72 years, female, white, stage:iia

5.3

TCGA-AF-A56K-01A

56 years, male, black or african american, stage:iia

5.2

TCGA-AF-2690-01A

77 years, female, white, stage:iiic

5.1

TCGA-AG-3594-01A

77 years, male, stage:iia

5.1

TCGA-AF-2692-01A

54 years, female, white, stage:iia

5.1

TCGA-CL-5917-01A

71 years, female, white, stage:iiic

5.1

TCGA-AH-6644-01A

73 years, male, white

5.0

TCGA-AG-3890-01A

62 years, male, stage:i

5.0

TCGA-F5-6863-01A

71 years, female, white, stage:iiib

5.0

TCGA-AG-3599-01A

70 years, male, stage:i

4.8

TCGA-EI-6917-01A

33 years, male, white, stage:iiia

4.8

TCGA-EI-6507-01A

60 years, male, white, stage:iia

4.7

TCGA-AG-4007-01A

87 years, male, stage:iv

4.7

TCGA-AG-3612-01A

55 years, female, stage:iiib

4.6

TCGA-EI-6512-01A

64 years, female, white, stage:iiib

4.6

TCGA-AG-A020-01A

57 years, female, stage:iii

4.6

TCGA-AG-3605-01A

85 years, female, stage:iv

4.5

TCGA-AG-3887-01A

68 years, male, stage:iia

4.4

TCGA-AG-4001-01A

74 years, female, stage:iia

4.4

TCGA-AG-A02G-01A

66 years, male, stage:iv

4.3

TCGA-AG-A026-01A

66 years, male, stage:ii

4.3

TCGA-AG-3909-01A

69 years, female, stage:iiib

4.3

TCGA-AG-4005-01A

64 years, male, stage:iv

4.3

TCGA-AG-3894-01A

65 years, male, stage:iia

4.2

TCGA-AG-3608-01A

79 years, female, stage:iia

4.1

TCGA-AG-A025-01A

62 years, female, stage:i

4.1

TCGA-AG-A00H-01A

75 years, male, stage:iia

4.0

TCGA-AG-A00C-01A

49 years, female, stage:iiib

4.0

TCGA-AG-3581-01A

63 years, male, stage:i

4.0

TCGA-AG-A00Y-01A

68 years, male, stage:iia

4.0

TCGA-DY-A1DF-01A

73 years, female, white, stage:iiic

4.0

TCGA-CI-6620-01A

41 years, female, white, stage:iva

3.7

TCGA-AG-3902-01A

61 years, male, stage:iia

3.6

TCGA-EI-6883-01A

63 years, male, white, stage:iic

3.5

TCGA-AG-A02X-01A

77 years, male, stage:i

3.5

TCGA-G5-6233-01A

74 years, male, white

3.4

TCGA-AG-3586-01A

72 years, female, stage:iii

3.4

TCGA-AG-A01J-01A

59 years, female, stage:iia

3.3

TCGA-AF-3400-01A

54 years, male, white, stage:iia

3.2

TCGA-AG-A01N-01A

68 years, female, stage:iv

3.1

TCGA-AF-A56L-01A

48 years, female, black or african american, stage:iiic

2.9

TCGA-AG-3578-01A

76 years, female, stage:iia

2.9

TCGA-DT-5265-01A

51 years, male, asian, stage:ii

2.9

TCGA-AG-A023-01A

62 years, female, stage:iv

2.9

TCGA-AG-A016-01A

55 years, male, stage:iv

2.8

TCGA-AG-A008-01A

50 years, female, stage:i

2.8

TCGA-AG-3728-01A

73 years, male, stage:iiib

2.6

TCGA-DY-A1DD-01A

77 years, female, white, stage:iiib

2.6

TCGA-AG-3999-01A

61 years, female, stage:iiic

2.5

TCGA-AG-A011-01A

80 years, male, stage:iia

2.4

TCGA-DY-A1H8-01A

77 years, female, white, stage:iiia

2.3

TCGA-EI-6509-01A

53 years, male, white, stage:iiic

2.1

TCGA-AG-3609-01A

65 years, female, stage:iiic

2.0

TCGA-AG-3882-01A

66 years, female, stage:i

1.9

TCGA-AG-3883-01A

69 years, male, stage:i

1.5

TCGA-AG-3878-01A

64 years, male, stage:i

1.4

TCGA-DC-6155-01A

31 years, female, white, stage:iiia

1.2

TCGA-AG-3881-01A

83 years, female, stage:iia

1.2

TCGA-AG-3727-01A

78 years, female, stage:iii

1.1

TCGA-AG-A014-01A

86 years, male, stage:i

1.0

TCGA-AG-3885-01A

71 years, female, stage:iiib

1.0

TCGA-AG-3726-01A

63 years, female, stage:i

0.9

Show all

COLORECTAL CANCER - Protein expressioni

A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.

Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingi

Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival, using best separation (to the left) and median separation (to the right). Patients were divided based on level of expression into one of the two groups "low" or "high". Below each Kaplan-Meier plot, corresponding expression cutoff, 5-year survival for patients with high expression, 5-year survival for patients with low expression and log-rank P value are displayed. For melanoma and glioma, 3-year survival is shown. The survival analysis is described in Assays & Annotation.

The tabs at the top of the survival analysis section can be used to switch between the different cancer subtypes.